i'm an nlp engineer currently studying my master's in ai & data science at queen's university in canada, and i build cool things with llms, rag pipelines, and ai agents
previously worked as a ml engineer at electro pi (whole vibe) where i shipped 15+ projects, and taught ai at huawei ict academy to 30+ students
rn i'm building a wan startup that's fully run by ai agents while i play chess and read about generation warfare (5GW/6GW).
languages -> python
ml/dl -> pytorch, tensorflow, keras, scikit-learn
nlp & llms -> hugging face, langchain, spacy, nltk, gensim, rag, prompt eng
cv -> opencv, yolov8
tools -> docker, git, linux, aws, streamlit, gradio
databases -> mysql, sqlite, chromadb
| project | what it does | stack |
|---|---|---|
| russ | private offline rag tutor that eats course pdfs and answers questions with citations. zero cloud leakage. built for queen's. | python, rag, langchain |
| multimodal-chatbot | chatbot that understands both text and images. visual understanding meets conversational ai. | python, cv, nlp |
| web-search | gradio app that combines google search + gemini ai for grounded, cited responses | python, gradio, gemini |
| instructor-for-agentic-ai | ai-powered instructor using groq api + gradio for teaching agentic ai concepts | python, groq, gradio |
| automated_ml | zero-code automl platform. upload data, get models. that simple. | python, scikit-learn |
| sentiment-analysis | sentiment classifier with naive bayes + lstm. 93% accuracy. | python, nltk, tensorflow |
| semantic-search | semantic search engine using tfidf, lsi, and labse. 87% map. | python, gensim, spacy |
| deep-neural-networks | comprehensive guide to building dnns from scratch. notebooks included. | python, tensorflow |
arabic abstractive summarization @ icmtc-23 - fine-tuned mt5 for arabic text summarization. rouge scores: r1=0.10, r2=0.02, rl=0.08.
terrorist detection @ itc-23 - yolov8x + autodistill for civilian/military classification and weapon detection. 0.738 map50.
if you made it this far, you should probably just follow me tbh